Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "53"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 53 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 245 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 228 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_442/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 53, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.441630 -0.980454 -0.739454 0.557450 0.553784 -0.692540 -1.311304 -0.433874 0.0537 0.0559 0.0028 1.291260 1.287628
2459593 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.906106 -0.791745 -1.179764 -0.108395 1.134544 -0.115156 -0.553981 0.029012 0.0627 0.0631 0.0039 1.220598 1.216686
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.970044 36.620079 inf inf 18.770164 -0.602884 55.350465 -1.097191 nan nan nan nan nan
2459591 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.512161 -1.002619 -0.769575 0.580546 -0.538947 -0.167578 -1.042267 -0.950679 0.0770 0.0772 0.0054 1.197084 1.193939
2459590 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.188695 -0.680562 -0.699145 0.474993 0.779652 0.517825 -0.888113 -0.817962 0.0763 0.0754 0.0055 1.266317 1.266869
2459589 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.582381 0.297014 -1.153288 0.069977 -0.555693 0.521012 -1.235537 -0.474623 0.0589 0.0641 0.0041 1.239760 1.235213
2459588 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.582486 -0.608143 -0.780083 -0.437586 -0.025456 0.550036 -1.131015 -0.775085 0.0711 0.0591 0.0043 1.236190 1.232536
2459587 digital_ok 100.00% - - - 100.00% 0.00% -1.437455 -1.182135 0.582044 -0.163589 1.992945 0.296813 -0.991841 -0.586112 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.386004 -0.903042 0.700921 -0.139225 1.680725 1.399892 -0.330781 -0.238749 0.0562 0.0659 0.0046 1.216513 1.215430
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.950174 0.831624 2.361287 1.016122 1.718543 0.448903 -0.888033 0.418211 0.0304 0.0298 0.0007 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.540174 -0.075947 1.950815 1.763664 19.881731 1.458191 -0.313917 0.602033 0.0594 0.0553 0.0036 0.000000 0.000000
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.789073 -0.864565 4.629355 1.437418 2.138804 4.453847 0.246597 0.504395 0.0726 0.0644 0.0041 1.307652 1.305947
2459582 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.619455 -0.804946 3.885257 1.353874 2.715447 3.399758 0.043636 -0.057402 0.0708 0.0590 0.0090 1.252791 1.251128
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.384940 -0.930103 4.672903 0.933797 2.520949 2.529204 0.480754 0.565471 0.0572 0.0614 0.0042 1.256466 1.254259
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.633779 -0.883524 4.316004 1.188796 1.661081 1.743280 0.309631 0.944975 0.0707 0.0597 0.0063 1.193799 1.183091
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.416322 -0.592477 5.404594 2.091462 2.373399 2.445649 1.142234 0.780650 0.0674 0.0546 0.0034 1.206070 1.204862
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.612700 -0.769008 0.032107 -0.896814 -0.752240 0.151638 -0.828219 0.491089 0.0294 0.0286 0.0007 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.774879 -1.145634 4.290935 1.117130 2.789694 2.203055 0.610433 1.304610 0.0611 0.0577 0.0024 1.255056 1.254065
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.510193 -0.823959 3.334641 0.856891 2.988880 0.847807 1.177919 0.678033 0.0617 0.0598 0.0052 1.248948 1.244940
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.578025 0.385901 3.161751 0.960336 3.237387 2.908264 4.498365 0.872687 0.0511 0.0539 0.0039 0.894084 0.888779
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.671230 -0.677752 3.165605 0.689804 2.158122 1.705683 0.042253 0.999025 0.0674 0.0560 0.0029 1.246315 1.248037
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.698859 -0.270522 5.801716 1.813977 2.497910 4.562677 -0.074131 0.233329 0.0483 0.0532 0.0036 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.631686 -0.722223 2.890660 0.952131 2.199242 1.157563 1.128078 1.512441 0.0736 0.0669 0.0050 1.223655 1.225826
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.942162 -0.629023 -0.256765 -1.027915 0.159126 0.830463 -0.638780 1.190023 0.0294 0.0271 0.0012 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.650424 1.543877 0.660142 -0.417285 1.099702 0.299060 0.632510 0.562235 0.0565 0.0609 0.0043 1.285622 1.294472
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.586721 -0.157585 3.474018 1.076607 4.225737 0.503955 3.638458 1.214461 0.0517 0.0571 0.0030 1.263831 1.263504
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.647666 -0.653754 4.470195 1.844193 1.621525 2.520751 -0.229253 2.839230 0.0461 0.0525 0.0038 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.653330 -0.653330 -0.587619 -0.587619 0.714841 0.714841 0.182285 0.182285 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.427304 -0.516594 0.701466 0.343587 5.622536 3.109919 1.063954 2.023203 0.0719 0.0737 0.0072 1.215392 1.214690
2459563 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.322859 -0.804371 0.680509 0.521093 0.719725 0.813679 -0.010999 0.066750 0.0755 0.0723 0.0070 0.891015 0.889804
2459562 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.112555 -0.097995 2.313293 1.236953 1.802375 1.918870 0.712824 0.627712 0.0640 0.0727 0.0073 1.218513 1.217374
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.217590 -0.169625 2.402647 1.151230 1.997692 1.838532 0.638560 0.615425 0.0586 0.0581 0.0045 1.240905 1.239191
2459559 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.321808 0.064129 2.359117 0.974213 1.860475 2.110561 0.920331 1.219340 0.0527 0.0536 0.0037 1.208948 1.209438
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.872479 -0.214960 4.174591 2.371837 1.934153 2.990853 0.654423 0.654477 0.0651 0.0698 0.0067 1.230338 1.226740
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0297 0.0285 0.0006 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0611 0.0614 0.0046 nan nan
2459552 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.295942 -0.675583 5.776577 3.001747 3.401710 3.343801 2.003252 3.951265 0.0575 0.0551 0.0036 0.838730 0.840824
2459551 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.087083 0.119299 2.576447 1.476288 2.646902 2.947870 0.947047 0.668153 0.0728 0.0726 0.0064 1.220369 1.220160
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0287 0.0272 0.0008 nan nan
2459549 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.622988 -0.351103 4.568288 2.838877 3.211657 4.442279 1.575332 2.289032 0.0652 0.0675 0.0059 1.184902 1.184132
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.687092 -0.212706 3.093958 1.887501 2.626962 3.112578 2.182599 2.135689 0.0844 0.0717 0.0084 1.270100 1.267711
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.065464 0.048517 4.781400 4.066663 8.220336 5.111510 3.558894 3.268592 0.0758 0.0654 0.0068 1.303294 1.296695
2459540 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.282207 0.073403 3.894111 3.308085 0.550346 1.923745 1.383071 1.651979 0.0911 0.0632 0.0093 1.223973 1.222553
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.689652 0.849039 13.790435 9.438792 4.498488 3.391831 5.120031 5.664285 0.0712 0.0577 0.0061 1.087887 1.090418
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.312708 0.023568 3.190055 2.782298 1.512497 0.467357 1.799071 2.036249 0.0900 0.0753 0.0130 1.210858 1.200331
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.228416 -0.218573 3.256356 2.857361 1.139010 1.089150 1.812055 2.956515 0.0677 0.0616 0.0077 1.190237 1.184956
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.992871 -0.394156 6.153599 6.260266 2.796649 6.869225 -0.020117 0.623387 0.0805 0.0686 0.0086 1.101267 1.096311
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.757487 -0.235298 8.127091 8.591682 2.192401 4.911776 -0.072818 1.357934 0.0594 0.0569 0.0073 0.872451 0.869073
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.071851 0.146497 2.744672 3.946021 2.200765 2.220670 1.515062 1.936263 0.0851 0.0656 0.0115 1.226018 1.217425
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.280854 -0.171770 9.043126 20.682864 0.024285 6.251089 2.663454 4.536727 0.0591 0.0870 0.0116 1.082704 1.079061
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.676112 -0.971383 0.326599 0.234706 -0.813399 -0.166057 -0.859312 0.827302 0.0322 0.0343 0.0014 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.620215 2.310159 6.514274 5.714477 3.656441 5.064874 7.493065 8.841001 0.9221 0.9569 0.1535 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.096079 0.612661 6.348389 5.022481 0.688745 4.192755 1.839201 6.254443 0.8918 0.8647 0.1884 20.744821 12.987967
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.848414 5.076834 7.895620 8.110499 9.901919 10.785357 4.887529 8.819291 0.8731 0.8668 0.4455 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 53: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Discontinuties 2.031586 0.880441 1.070026 0.343667 -0.582875 -0.297353 -0.675516 2.031586 1.484556

Antenna 53: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Discontinuties 1.735660 1.691642 1.388696 -0.569970 -0.158140 -0.203483 -1.248053 1.537441 1.735660

Antenna 53: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 13.681885 3.726031 2.633917 4.716779 5.429875 2.316709 3.802651 13.681885 7.011954

Antenna 53: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.737730 3.233409 1.961960 5.099305 5.680194 3.223797 4.335513 7.737730 2.238905

Antenna 53: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.913051 1.912475 2.976463 4.332655 4.192508 1.962053 1.511791 2.578897 6.913051

Antenna 53: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.437289 3.452531 2.427715 5.442845 6.387844 3.608037 5.156133 8.437289 2.594004

Antenna 53: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Power 8.796065 3.013994 1.958814 7.638187 8.796065 1.425913 2.319936 2.660653 1.136587

Antenna 53: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Power 6.999597 2.085011 3.117691 6.999597 6.699815 4.759857 3.039768 1.889402 1.280298

Antenna 53: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Variability 12.235717 9.675195 10.160157 5.833560 6.386903 10.137801 12.235717 1.616012 -0.010120

Antenna 53: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape 0.772393 0.772393 0.765536 0.043443 -0.022358 -2.643848 -2.907701 -1.265452 -0.693476

Antenna 53: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Variability 10.606763 5.518740 5.531508 4.305393 4.734575 9.029370 10.606763 5.760149 -0.760673

Antenna 53: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Variability 11.392857 2.626697 3.646656 4.972471 5.153257 11.392857 8.592183 0.140160 7.724938

Antenna 53: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.484373 1.033755 0.896039 1.325035 1.947277 1.067360 1.415109 10.484373 1.968680

Antenna 53: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.475733 -0.466035 -0.461538 -0.749493 -1.129480 -1.501655 -1.029151 0.956081 10.475733

Antenna 53: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Discontinuties 0.775062 -0.211390 -0.408121 -0.937704 -0.960837 0.082516 -1.276074 0.634908 0.775062

Antenna 53: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 2.188702 0.737202 0.506769 0.524425 1.224673 0.308156 0.386267 2.188702 1.028714

Antenna 53: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.856787 1.139890 0.863784 1.075197 2.002443 0.004611 0.222106 3.856787 0.430015

Antenna 53: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.623341 1.132379 1.448774 2.476459 1.511323 1.209373 0.685308 1.979906 8.623341

Antenna 53: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.889117 -0.305845 -0.271303 -0.902883 -1.170251 -1.716857 -1.080697 0.207212 5.889117

Antenna 53: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.492223 -0.392690 -0.549412 -1.145974 -1.144163 -0.604362 -1.070908 5.492223 0.871783

Antenna 53: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.204855 2.026641 1.525066 1.628860 2.682811 0.631101 0.896315 8.204855 2.084913

Antenna 53: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 1.488043 0.597139 1.159713 0.257466 0.029588 -1.473824 -0.614254 0.057071 1.488043

Antenna 53: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.729177 1.364988 0.748044 0.971105 1.316180 0.645570 -0.235729 9.729177 3.084263

Antenna 53: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 16.453313 1.010830 1.404766 2.682756 1.613590 4.013449 3.312485 5.145475 16.453313

Antenna 53: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 0.950888 0.893887 0.950888 0.836940 0.745143 0.132407 0.382468 -1.206197 -0.494796

Antenna 53: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.257681 0.040999 0.203802 0.250378 -0.691295 -1.013910 -0.669363 1.051043 6.257681

Antenna 53: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.267479 -0.261556 -0.292770 -0.474577 0.153306 -0.998026 -0.370918 5.267479 0.734711

Antenna 53: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.038377 0.029884 0.373718 -0.380930 -1.002664 -0.895058 -0.516538 2.847178 7.038377

Antenna 53: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Variability 12.127364 -0.145500 -0.153605 -0.098629 -0.815351 -0.911407 12.127364 0.623147 6.074748

Antenna 53: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 1.833256 1.833256 -0.116763 0.197339 -0.147509 -0.405533 -1.230776 -0.963518 0.767276

Antenna 53: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Power 2.735656 1.505982 1.863447 2.735656 1.578244 2.719863 1.034655 0.573610 1.994391

Antenna 53: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.482884 -0.011932 0.281227 -0.631419 -1.202627 -1.198900 -0.984194 1.358539 6.482884

Antenna 53: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.678104 0.159754 0.496942 0.805688 0.016989 -1.255304 -0.179766 1.190423 3.678104

Antenna 53: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 20.511103 3.027977 1.480015 -0.100375 0.112974 2.360642 7.209534 17.878239 20.511103

Antenna 53: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 59.691433 4.274617 2.041571 0.768528 2.024674 5.495390 5.515851 49.668534 59.691433

Antenna 53: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 11.328873 0.867231 1.420622 3.814147 2.081824 2.538056 0.249067 3.150253 11.328873

Antenna 53: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.691166 0.216440 -0.037095 -0.392178 0.426758 -0.704243 -0.212622 3.691166 0.773419

Antenna 53: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 31.560671 1.646085 3.268055 0.136488 -0.038700 3.877179 2.931543 31.560671 27.234823

Antenna 53: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 62.148206 1.420313 2.691895 -0.348972 -0.214384 3.184679 4.465097 62.148206 58.897474

Antenna 53: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 28.203023 1.991529 3.801018 0.116886 -0.060181 1.493716 2.562977 28.203023 23.836284

Antenna 53: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 26.151936 2.661681 1.420134 -0.213980 -0.208990 1.008811 1.382613 18.932219 26.151936

Antenna 53: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 41.295296 0.771878 1.818199 0.241742 -0.270666 5.894196 4.473749 41.295296 38.290540

Antenna 53: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 41.921029 0.655027 1.412978 -0.156523 -0.333588 3.956752 5.323806 41.921029 34.509642

Antenna 53: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 33.255915 1.205954 2.719913 0.288707 -0.108565 5.992224 4.891486 33.255915 26.290771

Antenna 53: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 18.357185 0.808376 1.768707 -0.048930 -0.418363 1.641364 1.972669 18.357185 13.826686

Antenna 53: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 14.049029 1.323093 1.989139 2.640106 1.644459 1.601979 0.598986 2.961418 14.049029

Antenna 53: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 35.015559 0.713440 1.740378 0.050505 -0.329980 9.078287 6.510244 35.015559 19.251429

Antenna 53: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 32.196060 2.518543 1.128797 0.062376 0.916146 5.424519 7.989571 22.456925 32.196060

Antenna 53: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 28.953380 2.569153 1.092786 -0.133797 0.493350 2.485855 3.605178 15.483323 28.953380

Antenna 53: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 32.077446 1.966798 0.879007 -0.190718 0.182116 3.151786 3.737267 19.938442 32.077446

Antenna 53: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.537537 1.276198 1.679378 3.403869 1.779234 2.439852 0.794380 3.037962 8.537537

Antenna 53: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 27.830315 1.187827 2.756501 0.534964 0.014851 1.938652 1.393112 27.830315 17.529893

Antenna 53: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Power 3.163057 1.050681 0.938200 2.048002 3.163057 0.388664 1.107732 0.253932 -0.383714

Antenna 53: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.659881 0.624519 0.913643 -0.412367 -0.364682 2.156609 2.613745 8.659881 4.440490

Antenna 53: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.785358 0.812875 1.217306 -0.433438 -0.229766 3.107886 2.150720 9.785358 6.455678

Antenna 53: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 15.177663 1.044641 1.133913 3.551216 1.462256 2.529406 0.506142 4.601108 15.177663

Antenna 53: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.379416 0.306928 0.287297 -0.919652 -0.813102 -1.571448 -1.453142 10.379416 6.245887

Antenna 53: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.578863 -0.095002 0.050664 0.022967 0.200032 -0.181676 -0.040420 8.578863 4.253420

Antenna 53: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 19.549406 -0.749395 -0.182306 -0.726706 0.324971 1.537466 0.266846 19.549406 6.039215

Antenna 53: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Variability 20.384608 -0.686301 0.096369 -0.978796 0.735002 20.384608 15.818133 8.190497 4.331186

Antenna 53: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.668729 -0.805363 -0.339789 3.975539 1.985041 -0.202311 0.111005 3.480445 8.668729

Antenna 53: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.894952 -0.365129 -0.810873 0.434913 1.403975 0.263841 0.153587 5.894952 1.881812

Antenna 53: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Discontinuties 13.863673 13.237465 13.237465 12.673059 12.673059 10.043184 10.043184 13.863673 13.863673

Antenna 53: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Variability -0.471343 -0.510697 -0.510697 -0.553155 -0.553155 -0.471343 -0.471343 -0.482079 -0.482079

Antenna 53: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 53: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.233936 -0.355415 0.587935 1.449485 2.708602 1.024412 2.309873 3.233936 0.473538

Antenna 53: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok nn Temporal Discontinuties 5.863664 -0.006015 2.337592 4.117332 4.520099 3.117354 3.037460 4.885529 5.863664

Antenna 53: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 1.416803 0.000325 -0.113703 1.416803 0.682222 -0.597095 -0.187099 0.519009 0.403960

Antenna 53: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok nn Temporal Discontinuties 5.009045 -0.670209 -0.768749 4.418954 1.960765 0.412464 -0.198100 4.210102 5.009045

Antenna 53: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 4.623621 -0.438098 -0.556056 4.623621 2.437444 -0.535415 -0.464587 2.751634 3.685564

Antenna 53: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok nn Temporal Discontinuties 2.456809 -0.858790 -0.423935 2.066868 1.243204 0.720904 1.512470 2.402754 2.456809

Antenna 53: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 53: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 2.533297 -0.581810 -0.669823 1.583098 2.533297 0.006138 0.296456 0.073937 -0.110179

Antenna 53: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 2.326513 -0.026383 -0.107515 1.508009 2.326513 -0.221023 0.201821 -0.307302 -0.395619

Antenna 53: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 3.613434 -0.626029 -0.676237 3.613434 2.240581 -1.031681 -0.189797 -0.192642 0.188923

Antenna 53: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 67.693854 -1.063443 19.321008 2.068372 67.693854 0.118260 16.889970 3.128448 1.729788

Antenna 53: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 56.486135 17.771086 -0.981859 56.486135 0.866361 23.520057 0.222716 1.579553 2.502199

Antenna 53: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 58.497142 -1.294104 19.309852 0.855230 58.497142 1.326092 15.500520 3.709391 1.346807

Antenna 53: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power inf 527.167249 481.161671 inf inf -9730.612276 -7944.678316 -19877.128883 -14902.215424

Antenna 53: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 58.323544 -0.909172 16.705988 1.693703 58.323544 1.883269 10.529113 18.493117 0.111791

Antenna 53: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 59.801468 -1.069130 23.861062 0.996135 59.801468 2.432076 33.505931 2.607895 4.136264

Antenna 53: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 53: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Shape 12.162535 0.071871 12.162535 0.889371 8.797937 0.349258 0.789792 0.679905 0.633754

Antenna 53: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 80.852082 19.766376 -0.845048 80.852082 1.026048 32.900892 0.468962 30.627874 0.894817

Antenna 53: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 60.648909 20.854642 -0.669414 60.648909 0.990116 15.754023 -0.882158 4.908634 0.206409

Antenna 53: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 1.100202 -0.873637 -0.243098 1.100202 -0.467945 -0.688786 -0.332294 -1.581243 -0.750632

Antenna 53: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 117.979771 -0.501581 25.411328 1.498514 117.979771 0.286633 54.632456 0.072680 4.534436

Antenna 53: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Shape 12.720269 12.720269 -0.523236 7.188442 -0.615802 0.975236 3.371879 0.453082 0.225982

Antenna 53: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 3 digital_ok ee Power 89.914712 -0.754316 21.865006 0.198163 89.914712 -0.530815 28.459731 1.566220 16.671965